Set up

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reading in data

## [1] NA NA
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max.    NA's 
##    0.00   22.00   44.00   46.59   71.00  107.00     311
## [1]   0 107
##  [1] "participant_id_dataset"    "semester_id"              
##  [3] "date"                      "year"                     
##  [5] "academic_year"             "semester"                 
##  [7] "days_since_semester_start" "first_day_of_the_semester"
##  [9] "dataset_of_origin"         "neuroticism_score"        
## [11] "conscientiousness_score"   "openness_score"           
## [13] "extraversion_score"        "agreeableness_score"      
## [15] "grit_score"                "conscience_score"         
## [17] "meta_cog"                  "mindset_score"            
## [19] "SC0"                       "SC1"                      
## [21] "SC2"                       "SC3"                      
## [23] "SC4"                       "SC10"                     
## [25] "SC11"                      "SC12"                     
## [27] "SC13"                      "dataset"                  
## [29] "raven_version"             "raven_hit_rate"           
## [31] "raven_total_duration"      "ucmrt_version"            
## [33] "ucmrt_hit_rate"            "ucmrt_total_duration"

Visualization

## [1] 1 5
## `geom_smooth()` using formula = 'y ~ x'

Semester effect on neuroticism score

## For one-way between subjects designs, partial eta squared is equivalent
##   to eta squared. Returning eta squared.
## # Effect Size for ANOVA
## 
## Parameter                 |     Eta2 |       95% CI
## ---------------------------------------------------
## days_since_semester_start | 4.17e-03 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## `geom_smooth()` using formula = 'y ~ x'

## `geom_smooth()` using formula = 'y ~ x'

## [1] 1.5 5.0

Semester effect on Conscientiousness Score

## For one-way between subjects designs, partial eta squared is equivalent
##   to eta squared. Returning eta squared.
## # Effect Size for ANOVA
## 
## Parameter                 |     Eta2 |       95% CI
## ---------------------------------------------------
## days_since_semester_start | 4.92e-03 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## `geom_smooth()` using formula = 'y ~ x'

Semester effect on Openness Score

## For one-way between subjects designs, partial eta squared is equivalent
##   to eta squared. Returning eta squared.
## # Effect Size for ANOVA
## 
## Parameter                 |     Eta2 |       95% CI
## ---------------------------------------------------
## days_since_semester_start | 1.10e-03 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].

Semester effect on extraversion score

## For one-way between subjects designs, partial eta squared is equivalent
##   to eta squared. Returning eta squared.
## # Effect Size for ANOVA
## 
## Parameter                 |     Eta2 |       95% CI
## ---------------------------------------------------
## days_since_semester_start | 6.98e-03 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].

Semester effect on agreeableness score

## For one-way between subjects designs, partial eta squared is equivalent
##   to eta squared. Returning eta squared.
## # Effect Size for ANOVA
## 
## Parameter                 |     Eta2 |       95% CI
## ---------------------------------------------------
## days_since_semester_start | 6.17e-04 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].

semester effect on mindset score

## For one-way between subjects designs, partial eta squared is equivalent
##   to eta squared. Returning eta squared.
## # Effect Size for ANOVA
## 
## Parameter                 |     Eta2 |       95% CI
## ---------------------------------------------------
## days_since_semester_start | 7.06e-04 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].

semester effect on grit score

## For one-way between subjects designs, partial eta squared is equivalent
##   to eta squared. Returning eta squared.
## # Effect Size for ANOVA
## 
## Parameter                 |     Eta2 |       95% CI
## ---------------------------------------------------
## days_since_semester_start | 3.76e-05 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].

semester effect on conscience score

## For one-way between subjects designs, partial eta squared is equivalent
##   to eta squared. Returning eta squared.
## # Effect Size for ANOVA
## 
## Parameter                 |     Eta2 |       95% CI
## ---------------------------------------------------
## days_since_semester_start | 1.23e-04 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].

semester effect on meta-cog score

## For one-way between subjects designs, partial eta squared is equivalent
##   to eta squared. Returning eta squared.
## # Effect Size for ANOVA
## 
## Parameter                 |     Eta2 |       95% CI
## ---------------------------------------------------
## days_since_semester_start | 1.64e-03 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## [1]  0 16

Semester effect on ucmrt hit rate

## For one-way between subjects designs, partial eta squared is equivalent
##   to eta squared. Returning eta squared.
## # Effect Size for ANOVA
## 
## Parameter                 |     Eta2 |       95% CI
## ---------------------------------------------------
## days_since_semester_start | 2.49e-05 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## `geom_smooth()` using formula = 'y ~ x'

## `geom_smooth()` using formula = 'y ~ x'

## `geom_smooth()` using formula = 'y ~ x'

## `geom_smooth()` using formula = 'y ~ x'

## [1]  0 14

Semester Effect on Raven Hit Rate

## For one-way between subjects designs, partial eta squared is equivalent
##   to eta squared. Returning eta squared.
## # Effect Size for ANOVA
## 
## Parameter                 |     Eta2 |       95% CI
## ---------------------------------------------------
## days_since_semester_start | 5.73e-04 | [0.00, 1.00]
## 
## - One-sided CIs: upper bound fixed at [1.00].
## `geom_smooth()` using formula = 'y ~ x'

## `geom_smooth()` using formula = 'y ~ x'

## `geom_smooth()` using formula = 'y ~ x'